Introduction
Dry bean is an important crop in the United States and many other regions of the world. In the United States, dry bean is grown primarily in California, Colorado, Idaho, Michigan, Minnesota, Montana, Nebraska, Washington, and Wyoming. It is a very important crop to the economies of the High Plains of the United States (Wilson and Sbatella Reference Wilson and Sbatella2014). For example, although less than 3% of dry bean produced in the United States comes from Wyoming, the value of dry bean produced in Wyoming exceeded $21 million in 2016 (Brandt and Hussey Reference Brandt and Hussey2017; USDA-NASS 2019). Dry bean is a crop of short stature and, therefore, a relatively poor competitor for sunlight. Thus, weed control is one of the major concerns in dry bean production (Taziar et al. Reference Taziar, Soltani, Shropshire, Robinson, Long, Gillard and Sikkema2017). It is estimated that in the United States and Canada, potential annual dry bean yield loss from uncontrolled weeds is 71%, which translates to more than $722 million (Soltani et al. Reference Soltani, Dille, Gulden, Sprague, Zollinger, Morishita, Lawrence, Sbatella, Kniss and Jha2018a). In addition to yield loss, weeds can reduce dry bean quality, thereby reducing the market value of the crop (Taziar et al. Reference Taziar, Soltani, Shropshire, Robinson, Long, Gillard and Sikkema2017). Weed control, therefore, is a critical management practice in dry bean production (Wilson Reference Wilson2005).
Herbicides remain one of the most important weed management tools in dry bean production. However, there are relatively few herbicides for broadleaved weed control in dry beans compared with other crops (Soltani et al. Reference Soltani, Shropshire and Sildema2018b). Other effective herbicides need to be identified that are safe to use in dry bean (Soltani et al. Reference Soltani, Bowley and Sikkema2005).
Flumioxazin (an N-phenylphalimide herbicide) is a protoporphyrinogen oxidase inhibitor registered for use in soybean [Glycine max (L.) Merr.] and peanuts (Arachis hypogaea L.) and has both soil and foliar activity (Shaner Reference Shaner2014). The herbicide controls important broadleaf weeds such as common lambsquarters (Chenopodium album L.), black nightshade (Solanum nigrum L.), and pigweeds (Amaranthus spp.) and can be combined with other preplant herbicides to improve weed control. Some states have issued supplemental labeling that allows flumioxazin to be used for weed suppression in dry bean, although previous reports have suggested unacceptable crop injury under certain environmental conditions. Soltani et al. (Reference Soltani, Bowley and Sikkema2005) showed that different market classes of dry bean respond differently to PRE application of flumioxazin. The authors reported that small-seeded market classes (e.g., white and black beans) were more sensitive to flumioxazin compared with larger-seeded market classes (e.g., cranberry and kidney beans). Thus, medium-seeded market classes such as great northern and pinto beans, which are commonly grown in the region where this study was conducted, might show different sensitivity to flumioxazin. The potential for phytotoxicity of flumioxazin also increases with cool temperatures and high levels of soil moisture after herbicide application (Niekamp et al. Reference Niekamp, Johnson and Smeda1999; Soltani et al. Reference Soltani, Bowley and Sikkema2005; Taylor-Lovell et al. Reference Taylor-Lovell, Wax and Nelson2001).
The suitability of flumioxazin for weed control in dry bean depends not only on the dry bean market class but also soil type, temperature, humidity, and soil moisture. Flumioxazin could provide dry bean growers in Wyoming with an additional weed management option for the control of problematic annual broadleaf weeds, especially hairy nightshade (S. physalifolium Rusby) and common lambsquarters. The objective of this study, therefore, was to evaluate dry bean response to soil-applied flumioxazin in Wyoming when mixed with trifluralin, pendimethalin, or ethalfluralin.
Materials and Methods
Field studies were conducted at the Sustainable Agriculture Research and Extension Center near Lingle, Wyoming (42.13°N, 104.39°W), from 2009 through 2011 to evaluate dry bean response to soil-applied flumioxazin mixed with trifluralin, pendimethalin, or ethalfluralin. Soils in the study were Haverson loam (fine-loamy, mixed, superactive, calcareous, mesic Aridic Ustifluvents) and McCook loam (coarse-silty, mixed, superactive, mesic Fluventic Haplustolls) (National Resources Conservation Service 2002). The soil texture of the study site was loam in 2009 and 2011, and sandy loam in 2010 (Table 1). The soil pH was alkaline (7.8 to 8.0) and soil organic matter ranged from 1.4% to 1.8% (Table 1). ‘Orion’ great northern bean (medium-sized market class), one of the widely grown market classes in Wyoming, was planted in 76-cm rows at a density of 160,000 to 178,000 seeds ha−1 on May 29, 2009; June 2, 2010; and June 2, 2011.
Table 1. Soil texture and composition in 2009, 2010, and 2011 at the experimental site, Lingle WY.
a Abbreviation: OM, organic matter.
There were seven treatments, including a nontreated control and a hand-weeded control. Flumioxazin was mixed with either trifluralin, pendimethalin, or ethalfluralin, which are among commonly used herbicides for weed control in dry bean (Table 2). Ethalfluralin plus EPTC (PPI) and imazamox plus bentazon POST treatments were included as commercial, standard herbicide treatments for comparison with flumioxazin treatments. Inclusion of the hand-weeded control treatment enabled us to evaluate emerged dry bean density and yield in the absence of weeds and crop injury. Similarly, the nontreated control enabled us to evaluate weed control and dry bean yield in the absence of weed management. Treatments were arranged in a randomized complete block with three replicates in 2009 and four replicates in 2010 and 2011. Each plot was 3 m by 9 m. The PPI, PRE, and POST applications were made on May 29, May 29, and June 29, respectively, in 2009; and on June 2, June 2, and June 23, respectively, in 2010 and 2011.
Table 2. Weed control treatments, herbicide rates, and application timings used in the study.
a Valor SX; Valent, Walnut Creek, CA.
b Treflan; Dow AgroSciences, Indianapolis, IN.
c Prowl H2O; BASF, Research Triangle Park, NC.
d Sonalan HFP; Gowan Company, Yuma, AZ.
e Eptam 7E; Gowan Company.
f Raptor; BASF.
g Treatment contained urea ammonium nitrate (28-0-0, Agrium, Calgary, Alberta, Canada) at 2.5% vol/vol plus nonionic surfactant (Preference, WinField Solutions, St. Paul, MN) at 0.25% vol/vol.
h Basagran; BASF.
Weed control was visually assessed on a scale of 0 (no visible weed injury or apparent density reduction) to 100 (complete death or absence of weeds in the plot) at 7 to 10 d after POST herbicide application in all years of the study. Dry bean density was assessed by counting plants within 3 m in the middle two rows of each plot, 4 wk after planting. Dry bean yield was assessed by harvesting 3 m within the middle two rows in 2009 and 2010, and 6 m of the middle two rows in 2011. Plants were harvested on September 10, September 15, and September 27 in 2009, 2010, and 2011, respectively.
All data analyses were performed in R statistical language, version 3.5.1 (https://cran.r-project.org/bin/windows/base/old/3.5.1/) using the lme4 and emmeans packages (Bates et al. Reference Bates, Maechler, Bolker and Walker2015; Lenth Reference Lenth2019). Weed control data were arcsine square-root transformed before analysis, and estimated marginal means (predicted means) were back-transformed for presentation. Weed control, dry bean density, and yield were analyzed using a mixed-effects model in which treatments were considered a fixed effect and year was considered a random effect. Estimated marginal means were calculated from the model and post hoc Tukey-adjusted pairwise treatment comparisons were performed (α = 0.05) using the emmeans package (Lenth Reference Lenth2019). For dry bean yield, flumioxazin-containing treatments were compared with non-flumioxazin herbicide treatments using a similar mixed-effects model. A linear regression analysis was used to assess the relationship between dry bean density and yield.
Results and Discussion
Flumioxazin-containing herbicide treatments provided at least 98% control of all broadleaf weeds in the study (Figure 1). Flumioxazin plus trifluralin provided better redroot pigweed and hairy nightshade control compared with EPTC plus ethalfluralin, and flumioxazin plus either trifluralin or ethalfluralin provided better control of common lambsquarters compared with imazamox plus bentazon. These results suggest flumioxazin could improve weed control compared with two of the most commonly applied herbicide programs in dry bean.
Figure 1. Weed control assessed visually from herbicide treatments, 2009–2011, near Lingle, WY. Points represent estimated marginal means, and bars represent the 95% confidence interval around the estimated marginal mean. Letters on the left side of each panel correspond to mean separation (Tukey honestly significant difference), treatments with the same letter within a panel are not statistically different at the 5% level. AMARE, Amaranthus retroflexus, redroot pigweed; CHEAL, Chenopodium album, common lambsquarters; SETVI, Setaria viridis, green foxtail; SOLSA, Solanum sarrachoides, hairy nightshade.
Flumioxazin significantly reduced dry bean density (P < 0.001). Dry bean density 4 wk after planting averaged 53,000 plants ha−1 in the three flumioxazin-containing herbicide treatments, compared with 114,600 plants ha−1 for all other treatments, including the controls (Figure 2). Crop injury is one of the major concerns in the use of flumioxazin in dry bean. Soltani et al. (Reference Soltani, Bowley and Sikkema2005) showed that small-sized market classes (e.g., white and black beans) were more sensitive to flumioxazin compared with larger-sized market classes (e.g., cranberry and kidney beans). Great northern bean is a medium-sized market class, but it has similar sensitivity to flumioxazin as the small-sized market classes used by Soltani et al. (Reference Soltani, Bowley and Sikkema2005). Taylor-Lovell et al. (Reference Taylor-Lovell, Wax and Nelson2001) observed a 19% to 52% reduction in soybean stand counts after flumioxazin application. Phytotoxicity of flumioxazin tends to increase with cool temperatures and high soil moisture levels after herbicide application (Niekamp et al. Reference Niekamp, Johnson and Smeda1999; Soltani et al. Reference Soltani, Bowley and Sikkema2005; Taylor-Lovell et al. Reference Taylor-Lovell, Wax and Nelson2001). In all 3 yr of the study, precipitation events totaling from 11 to 35 mm occurred between 4 and 7 d after planting, when dry bean seedlings were nearly emerging (Figure 3). Thus, high soil moisture levels near emergence could explain the high percentage of crop injury in the flumioxazin treatments.
Figure 2. Dry bean population as influenced by herbicide treatments across 3 yr. Each data point represents dry bean population in one plot. Solid black points are the estimated marginal means; horizontal bars indicate 95% confidence intervals. Herbicide treatments are described in Table 1.
Figure 3. Precipitation and air temperatures 0–7 d after dry bean planting each year of the study.
Dry bean yield was correlated with dry bean density (Pearson r = 0.42; P = 0.002), although yield reduction due to flumioxazin was not as severe as stand reduction. Among individual herbicide treatments, only flumioxazin plus pendimethalin reduced dry bean yield, compared with the hand-weeded control (Table 3). But when combined, flumioxazin treatments averaged 1,540 kg ha−1 compared with 2,220 kg ha−1 among the herbicide treatments without flumioxazin (P < 0.001). These results confirm findings from previous studies. Soltani et al. (Reference Soltani, Bowley and Sikkema2005) observed that flumioxazin applied at 140 g ha−1 reduced dry bean yield by 20% to 30%. Similarly, Niekamp et al. (Reference Niekamp, Johnson and Smeda1999) reported that PRE application of flumioxazin resulted in 7% to 18% reduction in soybean yield.
Table 3. Dry bean yield (estimated marginal means) as influenced by herbicide treatments in 2009–2011, Lingle, WY.
a Means followed by the same letter are not statistically different according to Tukey honest significantly different test (α = 0.05).
Dry bean yield was affected by dry bean density measured 4 wk after planting; after accounting for bean density, however, the effect of herbicide treatment on yield was not significant (P > 0.15). This suggests that flumioxazin did not have a lasting effect on dry bean: The primary effect was on stand reduction within the first 4 wk after planting, and yield loss was a function of the number of surviving dry bean plants (Figure 4). Taylor-Lovell et al. (Reference Taylor-Lovell, Wax and Nelson2001) obtained similar results and reported that soybean was able to grow aggressively to compensate for a certain degree of stand thinning.
Figure 4. The effect of dry bean density 4 wk after planting on dry bean yield, 2009–2011, near Lingle, WY. Linear regression equations are as follows: 2009: Y = 1,601 + 0.016X (P = 0.026); 2010: Y = 243 + 0.008X (P = 0.015); 2011: Y = 1,319 + 0.004X (P = 0.024).
It is possible that dry bean stand loss and yield reduction from flumioxazin application observed in this study could be reduced if a larger-seeded dry bean cultivar like pinto bean were planted (Soltani et al. Reference Soltani, Bowley and Sikkema2005). The effect of soil properties, especially organic matter, on flumioxazin injury in this study is unclear. Soil-applied herbicides bind to organic matter, making them less available in the soil solution. Thus, the low amount of organic matter (1.4% to 1.8%) in this study (Table 1), and compared with the 3.4% to 4.6% organic matter at the study sites of Soltani et al. (Reference Soltani, Bowley and Sikkema2005), may have influenced flumioxazin injury in this study. It is also unclear from this research how much precipitation patterns affected dry bean response to flumioxazin, because substantial precipitation occurred between planting and emergence in all 3 yr of the study. Although Soltani et al. (Reference Soltani, Bowley and Sikkema2005) observed that heavy precipitation after flumioxazin application may have increased dry bean injury, the effect of precipitation on dry bean injury from flumioxazin is a topic that deserves study to better predict when flumioxazin might be used safely. Because dry bean density was the primary predictor of dry bean yield, it is also possible that increasing seeding density could compensate for stand reduction due to flumioxazin. However, this possibility would require field testing before recommendations are made, because it is currently unknown what seeding density, if any, would maintain acceptable bean density after stand losses caused by flumioxazin. Based on these results, flumioxazin can reduce great northern dry bean density and yield, but higher seeding rates or planting pinto beans or another dry been market class may provide an acceptable margin of safety for flumioxazin use in dry beans.
Acknowledgments
Partial funding for this research was provided by Valent. Funding unrelated to this research has been provided to the University of Wyoming by manufacturers of products used in this research, including Dow AgroSciences, BASF, Gowan Company, and Winfield Solutions.
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